Cheng Fei

Affiliation and department：
Job title： Program-Specific Junior Associate Professor/Senior Lecturer

Research field (1)： Intelligent informatics

Research keywords (6)： Large Language Models , Information Extraction , Multilingual Representations , Numerical Reasoning , Temporal Reasoning , Morphological Analysis

Research theme for competitive and other funds (4)：

2024 - 2027 Building a Comprehensive Framework for the Integration of Generative AI into Educational and Learning Environments in Higher Education
2023 - 2025 Is "2019" Earlier than "2022"? Unsupervised Temporal Representation Learning via Contrastive Learning.
2021 - 2023 Temporal knowledge supervision for pre-training tranfer learning models
2019 - 2021 Exploring Deep Neural Networks for Temporal Information Extraction

Papers (52)：

Zhen Wan, Yating Zhang, Yexiang Wang, Fei Cheng, Sadao Kurohashi. Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain. Proceedings of The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024). 2024. Findings Volume
Ming Li, Ariunaa Enkhtur, Beverley Anne Yamamoto, Fei Cheng, Lilan Chen. Potential Societal Biases of ChatGPT in Higher Education: A Scoping Review. arXiv preprint. 2024
Akiko Aizawa, Eiji Aramaki, Bowen Chen, Fei Cheng, Hiroyuki Deguchi, Rintaro Enomoto, Kazuki Fujii, Kensuke Fukumoto, Takuya Fukushima, Namgi Han, et al. LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs. arXiv preprint. 2024
Kazumasa Omura, Fei Cheng, Sadao Kurohashi. An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition. Proceedings of The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (COLING-LREC 2024). 2024
Yikun Sun, Zhen Wan, Nobuhiro Ueda, Sakiko Yahata, Fei Cheng, Chenhui Chu, Sadao Kurohashi. Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese. Proceedings of The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (COLING-LREC 2024). 2024

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MISC (4)：

Ming Li, Ariunaa Enkhtur, Beverley Anne Yamamoto, Fei Cheng. Potential Societal Biases of ChatGPT in Higher Education: A Scoping Review. The 36th CHER Annual Conference “Higher Education and Science Future(s): Trends, Imaginaries, and Alternatives”. 2024
Ming Li, Ariunaa Enkhtur, Fei Cheng, Anne Beverley Yamamoto. ChatGPT in higher education: a scoping review of ethical implications. The 68th Annual Meeting of the Comparative and International Education Society (CIES 2024). 2024
木村麻友子, KANASHIRO Pereira Lis, 浅原正幸, CHENG Fei, 越智綾子, 小林一郎. 時間的常識理解へ向けた言語モデル構築への取り組み. 2022年度人工知能学会全国大会(第36回). 2022
Yada, Shuntaro, Aramaki, Eiji, Tanaka, Ribeka, Cheng, Fei, Kurohashi, Sadao. Medical/Clinical Text Annotation Guidelines. Figshare. 2021

Patents (1)：

イベント時間情報特定システム

Education (3)：

2013 - 2016 NARA Institute of Science and Technology Graduate School of Information Science Doctor of Engineering
2011 - 2013 NARA Institute of Science and Technology Graduate School of Information Science Master of Engineering
2001 - 2005 Donghua University College of Science Bachelor of Science

Professional career (1)：

Doctor of Engineering (Nara Institute of Science and Technology)

Work history (4)：

2019/04 - 2024/02 Kyoto University Graduate School of Informatics Assistant Professor
2016/09 - 2019/03 National Institute of Informatics Research Center for Smart Data Post-doctoral Researcher
2012/04 - 2016/03 Nara Institute of Science and Technology Graduate School of Information Science Research Assistant
2005/07 - 2009/10 Shanghai Jiaoda Withub Information Industrial Co Ltd Engineer

Committee career (7)：

2024/10 - 現在 Computational Linguistics Standing Review Committee
2024/09 - 現在 Journal of Natural Language Processing, Japan Associate Editors
2024/06 - 現在 EMNLP 2024 Area Chair
2024/05 - 現在 ACL Rolling Review Action Editor
2024/02 - 現在 CJNLP 2024 Organizer

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Awards (2)：

2023/03 - The Association for Natural Language Processing Outstanding paper A Reasoning Framework Using Multiple External Tools based on Large Language Models
2021/08 - The 15th International Workshop on Semantic Evaluation Best System Paper Award (Honorable Mention) OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction

Association Membership(s) (4)：

Association for Natural Language Processing (Japan) , ELRA Language Resources Association , International Committee on Computational Linguistics , Association of Computational LInguistics

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